Adaptive deep brain stimulation (aDBS) controlled by local field potential oscillations

Experimental Neurology

Volumn 245, Issue , 2013, Pages 77-86

  Priori, Alberto ^a   Foffani, Guglielmo ^b,c   Rossi, Lorenzo ^a,d   Marceglia, Sara ^e  

^a UNIVERSITY OF MILAN   (Italy)

^b HOSPITAL NACIONAL DE PARAPLÉJICOS   (Spain)

^c DREXEL UNIVERSITY   (United States)

^d Newronika Srl   (Italy)

^e POLITECNICO DI MILANO   (Italy)

Author keywords

Adaptive; Closed loop; Deep brain stimulation; Device; Local field potentials; Neuromodulation; Parkinson's disease

Indexed keywords

LEVODOPA;

ADAPTIVE DEEP BRAIN STIMULATION; BETA RHYTHM; DYSKINESIA; ELECTRODE IMPLANT; ELECTROENCEPHALOGRAM; ELECTROSTIMULATION THERAPY; EVIDENCE BASED MEDICINE; FEEDBACK SYSTEM; HUMAN; LOCAL FIELD POTENTIAL; MOTOR PERFORMANCE; NERVE STIMULATOR; NERVOUS SYSTEM PARAMETERS; NEUROMODULATION; NEUROTRANSMISSION; NONHUMAN; OSCILLATION; PARKINSON DISEASE; PATIENT SELECTION; PRIORITY JOURNAL; REVIEW; SUBTHALAMIC NUCLEUS; THERAPY EFFECT;

ADAPTATION, PHYSIOLOGICAL; ANIMALS; DEEP BRAIN STIMULATION; HUMANS; PARKINSON DISEASE; SUBTHALAMIC NUCLEUS;

EID: 84878462972     PISSN: 00144886     EISSN: 10902430     Source Type: Journal    
DOI: 10.1016/j.expneurol.2012.09.013     Document Type: Review

References (70)

1. Alegre M., Rodriguez-Oroz M.C., Valencia M., Perez-Alcazar M., Guridi J., Iriarte J., Obeso J.A., Artieda J. Changes in subthalamic activity during movement observation in Parkinson's disease: is the mirror system mirrored in the basal ganglia?. Clin. Neurophysiol. 2010, 121:414-425.
2. Alonso-Frech F., Zamarbide I., Alegre M., Rodriguez-Oroz M.C., Guridi J., Manrique M., Valencia M., Artieda J., Obeso J.A. Slow oscillatory activity and levodopa-induced dyskinesias in Parkinson's disease. Brain 2006, 129:1748-1757.
3. Bronstein J.M., Tagliati M., Alterman R.L., Lozano A.M., Volkmann J., Stefani A., Horak F.B., Okun M.S., Foote K.D., Krack P., Pahwa R., Henderson J.M., Hariz M.I., Bakay R.A., Rezai A., Marks W.J., Moro E., Vitek J.L., Weaver F.M., Gross R.E., DeLong M.R. Deep brain stimulation for Parkinson disease: an expert consensus and review of key issues. Arch. Neurol. 2011, 68:165.
4. Bronte-Stewart H., Barberini C., Koop M.M., Hill B.C., Henderson J.M., Wingeier B. The STN beta-band profile in Parkinson's disease is stationary and shows prolonged attenuation after deep brain stimulation. Exp. Neurol. 2009, 215:20-28.
5. Brown P. Oscillatory nature of human basal ganglia activity: relationship to the pathophysiology of Parkinson's disease. Mov. Disord. 2003, 18:357-363.
6. Brown P., Williams D. Basal ganglia local field potential activity: character and functional significance in the human. Clin. Neurophysiol. 2005, 116:2510-2519.
7. Brucke C., Kupsch A., Schneider G.H., Hariz M.I., Nuttin B., Kopp U., Kempf F., Trottenberg T., Doyle L., Chen C.C., Yarrow K., Brown P., Kuhn A.A. The subthalamic region is activated during valence-related emotional processing in patients with Parkinson's disease. Eur. J. Neurosci. 2007, 26:767-774.
8. Burgess J.G., Warwick K., Ruiz V., Gasson M.N., Aziz T.Z., Brittain J.S., Stein J. Identifying tremor-related characteristics of basal ganglia nuclei during movement in the Parkinsonian patient. Parkinsonism Relat. Disord. 2010, 16:671-675.
9. Chen C.C., Pogosyan A., Zrinzo L.U., Tisch S., Limousin P., Ashkan K., Yousry T., Hariz M.I., Brown P. Intra-operative recordings of local field potentials can help localize the subthalamic nucleus in Parkinson's disease surgery. Exp. Neurol. 2006, 198:214-221.
10. Deuschl G., Schade-Brittinger C., Krack P., Volkmann J., Schafer H., Botzel K., Daniels C., Deutschlander A., Dillmann U., Eisner W., Gruber D., Hamel W., Herzog J., Hilker R., Klebe S., Kloss M., Koy J., Krause M., Kupsch A., Lorenz D., Lorenzl S., Mehdorn H.M., Moringlane J.R., Oertel W., Pinsker M.O., Reichmann H., Reuss A., Schneider G.H., Schnitzler A., Steude U., Sturm V., Timmermann L., Tronnier V., Trottenberg T., Wojtecki L., Wolf E., Poewe W., Voges J. A randomized trial of deep-brain stimulation for Parkinson's disease. N. Engl. J. Med. 2006, 355:896-908.
11. Eberle W., Penders J., Yazicioglu R.F. Closing the loop for deep brain stimulation implants enables personalized healthcare for Parkinson's disease patients. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2011, 2011:1556-1558.
12. Eusebio A., Thevathasan W., Doyle Gaynor L., Pogosyan A., Bye E., Foltynie T., Zrinzo L., Ashkan K., Aziz T., Brown P. Deep brain stimulation can suppress pathological synchronisation in parkinsonian patients. J. Neurol. Neurosurg. Psychiatry 2011, 82:569-573.
13. Foffani G., Priori A. Deep brain stimulation in Parkinson's disease can mimic the 300 Hz subthalamic rhythm. Brain 2006, 129:e59. (author reply e60).
14. Foffani G., Priori A., Egidi M., Rampini P., Tamma F., Caputo E., Moxon K.A., Cerutti S., Barbieri S. 300-Hz subthalamic oscillations in Parkinson's disease. Brain 2003, 126:2153-2163.
15. Foffani G., Ardolino G., Meda B., Egidi M., Rampini P., Caputo E., Baselli G., Priori A. Altered subthalamo-pallidal synchronisation in parkinsonian dyskinesias. J. Neurol. Neurosurg. Psychiatry 2005, 76:426-428.
16. Foffani G., Bianchi A.M., Baselli G., Priori A. Movement-related frequency modulation of beta oscillatory activity in the human subthalamic nucleus. J. Physiol. 2005, 568:699-711.
17. Foffani G., Ardolino G., Egidi M., Caputo E., Bossi B., Priori A. Subthalamic oscillatory activities at beta or higher frequency do not change after high-frequency DBS in Parkinson's disease. Brain Res. Bull. 2006, 69:123-130.
18. Frankemolle A.M., Wu J., Noecker A.M., Voelcker-Rehage C., Ho J.C., Vitek J.L., McIntyre C.C., Alberts J.L. Reversing cognitive-motor impairments in Parkinson's disease patients using a computational modelling approach to deep brain stimulation programming. Brain 2010, 133:746-761.
19. Fridley J., Thomas J.G., Navarro J.C., Yoshor D. Brain stimulation for the treatment of epilepsy. Neurosurg. Focus. 2012, 32:E13.
20. Fumagalli M., Giannicola G., Rosa M., Marceglia S., Lucchiari C., Mrakic-Sposta S., Servello D., Pacchetti C., Porta M., Sassi M., Zangaglia R., Franzini A., Albanese A., Romito L., Piacentini S., Zago S., Pravettoni G., Barbieri S., Priori A. Conflict-dependent dynamic of subthalamic nucleus oscillations during moral decisions. Soc. Neurosci. 2011, 6:243-256.
21. Giannicola G., Marceglia S., Rossi L., Mrakic-Sposta S., Rampini P., Tamma F., Cogiamanian F., Barbieri S., Priori A. The effects of levodopa and ongoing deep brain stimulation on subthalamic beta oscillations in Parkinson's disease. Exp. Neurol. 2010, 226:120-127.
22. Giannicola G., Rosa M., Servello D., Menghetti C., Carrabba G., Pacchetti C., Zangaglia R., Cogiamanian F., Scelzo E., Marceglia S., Rossi L., Priori A. Subthalamic local field potentials after seven-years deep brain stimulation in Parkinson's disease. Exp Neurol. 2012, 237:312-317.
23. Hamani C., Richter E., Schwalb J.M., Lozano A.M. Bilateral subthalamic nucleus stimulation for Parkinson's disease: a systematic review of the clinical literature. Neurosurgery 2005, 56:1313-1321. (discussion 1321-1314).
24. Kleiner-Fisman G., Herzog J., Fisman D.N., Tamma F., Lyons K.E., Pahwa R., Lang A.E., Deuschl G. Subthalamic nucleus deep brain stimulation: summary and meta-analysis of outcomes. Mov. Disord. 2006, 21(Suppl. 14):S290-S304.
25. Krack P., Batir A., Van Blercom N., Chabardes S., Fraix V., Ardouin C., Koudsie A., Limousin P.D., Benazzouz A., LeBas J.F., Benabid A.L., Pollak P. Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N. Engl. J. Med. 2003, 349:1925-1934.
26. Kuhn A.A., Hariz M.I., Silberstein P., Tisch S., Kupsch A., Schneider G.H., Limousin-Dowsey P., Yarrow K., Brown P. Activation of the subthalamic region during emotional processing in Parkinson disease. Neurology 2005, 65:707-713.
27. Kuhn A.A., Doyle L., Pogosyan A., Yarrow K., Kupsch A., Schneider G.H., Hariz M.I., Trottenberg T., Brown P. Modulation of beta oscillations in the subthalamic area during motor imagery in Parkinson's disease. Brain 2006, 129:695-706.
28. Kuhn A.A., Kupsch A., Schneider G.H., Brown P. Reduction in subthalamic 8-35 Hz oscillatory activity correlates with clinical improvement in Parkinson's disease. Eur. J. Neurosci. 2006, 23:1956-1960.
29. Kuhn A.A., Kempf F., Brucke C., Gaynor Doyle L., Martinez-Torres I., Pogosyan A., Trottenberg T., Kupsch A., Schneider G.H., Hariz M.I., Vandenberghe W., Nuttin B., Brown P. High-frequency stimulation of the subthalamic nucleus suppresses oscillatory beta activity in patients with Parkinson's disease in parallel with improvement in motor performance. J. Neurosci. 2008, 28:6165-6173.
30. Kuhn A.A., Tsui A., Aziz T., Ray N., Brucke C., Kupsch A., Schneider G.H., Brown P. Pathological synchronisation in the subthalamic nucleus of patients with Parkinson's disease relates to both bradykinesia and rigidity. Exp. Neurol. 2009, 215:380-387.
31. Levy R., Ashby P., Hutchison W.D., Lang A.E., Lozano A.M., Dostrovsky J.O. Dependence of subthalamic nucleus oscillations on movement and dopamine in Parkinson's disease. Brain 2002, 125:1196-1209.
32. Limousin P., Pollak P., Hoffmann D., Benazzouz A., Perret J.E., Benabid A.L. Abnormal involuntary movements induced by subthalamic nucleus stimulation in parkinsonian patients. Mov. Disord. 1996, 11:231-235.
33. Limousin P., Krack P., Pollak P., Benazzouz A., Ardouin C., Hoffmann D., Benabid A.L. Electrical stimulation of the subthalamic nucleus in advanced Parkinson's disease. N. Engl. J. Med. 1998, 339:1105-1111.
34. Liu J., Khalil H.K., Oweiss K.G. Model-based analysis and control of a network of basal ganglia spiking neurons in the normal and Parkinsonian states. J. Neural Eng. 2011, 8:045002.
35. Lopez-Azcarate J., Tainta M., Rodriguez-Oroz M.C., Valencia M., Gonzalez R., Guridi J., Iriarte J., Obeso J.A., Artieda J., Alegre M. Coupling between beta and high-frequency activity in the human subthalamic nucleus may be a pathophysiological mechanism in Parkinson's disease. J. Neurosci. 2010, 30:6667-6677.
36. Marceglia S., Mrakic-Sposta S., Foffani G., Cogiamanian F., Caputo E., Egidi M., Barbieri S., Priori A. Gender-related differences in the human subthalamic area: a local field potential study. Eur. J. Neurosci. 2006, 24:3213-3222.
37. Marceglia S., Rossi L., Foffani G., Bianchi A., Cerutti S., Priori A. Basal ganglia local field potentials: applications in the development of new deep brain stimulation devices for movement disorders. Expert Rev. Med. Devices 2007, 4:605-614.
38. Marceglia S., Fiorio M., Foffani G., Mrakic-Sposta S., Tiriticco M., Locatelli M., Caputo E., Tinazzi M., Priori A. Modulation of beta oscillations in the subthalamic area during action observation in Parkinson's disease. Neuroscience 2009, 161:1027-1036.
39. Marceglia S., Servello D., Foffani G., Porta M., Sassi M., Mrakic-Sposta S., Rosa M., Barbieri S., Priori A. Thalamic single-unit and local field potential activity in Tourette syndrome. Mov. Disord. 2010, 15:300-308.
40. Marceglia S., Fumagalli M., Priori A. What neurophysiological recordings tell us about cognitive and behavioral functions of the human subthalamic nucleus. Expert. Rev. Neurother. 2011, 11:139-149.
41. Marzullo T.C., Lehmkuhle M.J., Gage G.J., Kipke D.R. Development of closed-loop neural interface technology in a rat model: combining motor cortex operant conditioning with visual cortex microstimulation. IEEE Trans. Neural Syst. Rehabil. Eng. 2010, 18:117-126.
42. Miyagi Y., Okamoto T., Morioka T., Tobimatsu S., Nakanishi Y., Aihara K., Hashiguchi K., Murakami N., Yoshida F., Samura K., Nagata S., Sasaki T. Spectral analysis of field potential recordings by deep brain stimulation electrode for localization of subthalamic nucleus in patients with Parkinson's disease. Stereotact. Funct. Neurosurg. 2009, 87:211-218.
43. Moro E., Poon Y.Y., Lozano A.M., Saint-Cyr J.A., Lang A.E. Subthalamic nucleus stimulation: improvements in outcome with reprogramming. Arch. Neurol. 2006, 63:1266-1272.
44. Nowak K., Mix E., Gimsa J., Strauss U., Sriperumbudur K.K., Benecke R., Gimsa U. Optimizing a rodent model of Parkinson's disease for exploring the effects and mechanisms of deep brain stimulation. Park. Dis. 2011, 414682.
45. Obeso J.A., Rodriguez-Oroz M., Marin C., Alonso F., Zamarbide I., Lanciego J.L., Rodriguez-Diaz M. The origin of motor fluctuations in Parkinson's disease: importance of dopaminergic innervation and basal ganglia circuits. Neurology 2004, 62:S17-S30.
46. Pogosyan A., Yoshida F., Chen C.C., Martinez-Torres I., Foltynie T., Limousin P., Zrinzo L., Hariz M.I., Brown P. Parkinsonian impairment correlates with spatially extensive subthalamic oscillatory synchronization. Neuroscience 2010, 171:245-257.
47. Priori A., Foffani G., Pesenti A., Tamma F., Bianchi A.M., Pellegrini M., Locatelli M., Moxon K.A., Villani R.M. Rhythm-specific pharmacological modulation of subthalamic activity in Parkinson's disease. Exp. Neurol. 2004, 189:369-379.
48. Priori, A., Foffani, G., Rossi, L., 2005a. Apparatus for treating neurological disorders by means of adaptive electro-stimulation retroacted by biopotentials. European Patent Office, E.P. 1940508.
49. Priori, A., Foffani, G., Rossi, L., 2005b. Apparatus for treating neurological disorders by means of adaptive electro-stimulation retroacted by biopotentials. US Patent Office, n. 8,078,281.
50. Priori A., Ardolino G., Marceglia S., Mrakic-Sposta S., Locatelli M., Tamma F., Rossi L., Foffani G. Low-frequency subthalamic oscillations increase after deep brain stimulation in Parkinson's disease. Brain Res. Bull. 2006, 71:149-154.
51. Priori A., Foffani G., Pesenti A., Bianchi A., Chiesa V., Baselli G., Caputo E., Tamma F., Rampini P., Egidi M., Locatelli M., Barbieri S., Scarlato G. Movement-related modulation of neural activity in human basal ganglia and its L-DOPA dependency: recordings from deep brain stimulation electrodes in patients with Parkinson's disease. Neurol Sci 2002, 23:S101-2.
52. Rodriguez-Oroz M.C., Lopez-Azcarate J., Garcia-Garcia D., Alegre M., Toledo J., Valencia M., Guridi J., Artieda J., Obeso J.A. Involvement of the subthalamic nucleus in impulse control disorders associated with Parkinson's disease. Brain 2011, 134:36-49.
53. Rosa M., Marceglia S., Servello D., Foffani G., Rossi L., Sassi M., Mrakic-Sposta S., Zangaglia R., Pacchetti C., Porta M., Priori A. Time dependent subthalamic local field potential changes after DBS surgery in Parkinson's disease. Exp. Neurol. 2010, 222:184-190.
54. Rosa M., Giannicola G., Servello D., Marceglia S., Pacchetti C., Porta M., Sassi M., Scelzo E., Barbieri S., Priori A. Subthalamic local field beta oscillations during ongoing deep brain stimulation in Parkinson's disease in hyperacute and chronic phases. Neurosignals 2011, 19:151-162.
55. Rosin B., Slovik M., Mitelman R., Rivlin-Etzion M., Haber S.N., Israel Z., Vaadia E., Bergman H. Closed-loop deep brain stimulation is superior in ameliorating parkinsonism. Neuron 2011, 72:370-384.
56. Rossi L., Foffani G., Marceglia S., Bracchi F., Barbieri S., Priori A. An electronic device for artefact suppression in human local field potential recordings during deep brain stimulation. J. Neural Eng. 2007, 4:96-106.
57. Rossi L., Marceglia S., Foffani G., Cogiamanian F., Tamma F., Rampini P., Barbieri S., Bracchi F., Priori A. Subthalamic local field potential oscillations during ongoing deep brain stimulation in Parkinson's disease. Brain Res. Bull. 2008, 76:512-521.
58. Rouse A.G., Stanslaski S.R., Cong P., Jensen R.M., Afshar P., Ullestad D., Gupta R., Molnar G.F., Moran D.W., Denison T.J. A chronic generalized bi-directional brain-machine interface. J. Neural Eng. 2011, 8:036018.
59. Santaniello S., Fiengo G., Glielmo L., Grill W.M. Closed-loop control of deep brain stimulation: a simulation study. IEEE Trans. Neural Syst. Rehabil. Eng. 2011, 19:15-24.
60. Silberstein P., Kuhn A.A., Kupsch A., Trottenberg T., Krauss J.K., Wohrle J.C., Mazzone P., Insola A., Di Lazzaro V., Oliviero A., Aziz T., Brown P. Patterning of globus pallidus local field potentials differs between Parkinson's disease and dystonia. Brain 2003, 126:2597-2608.
61. Silberstein P., Oliviero A., Di Lazzaro V., Insola A., Mazzone P., Brown P. Oscillatory pallidal local field potential activity inversely correlates with limb dyskinesias in Parkinson's disease. Exp. Neurol. 2005, 194:523-529.
62. Stanslaski S., Afshar P., Cong P., Giftakis J., Stypulkowski P., Carlson D., Linde D., Ullestad D., Avestruz A., Denison T. Design and validation of a fully implantable, chronic, closed-loop neuromodulation device with concurrent sensing and stimulation. IEEE Trans. Neural Syst. Rehabil. Eng. 2012, 20:410-421.
63. Volkmann J., Moro E., Pahwa R. Basic algorithms for the programming of deep brain stimulation in Parkinson's disease. Mov. Disord. 2006, 21:S284-S289.
64. Volkmann J., Albanese A., Kulisevsky J., Tornqvist A.L., Houeto J.L., Pidoux B., Bonnet A.M., Mendes A., Benabid A.L., Fraix V., Van Blercom N., Xie J., Obeso J., Rodriguez-Oroz M.C., Guridi J., Schnitzler A., Timmermann L., Gironell A.A., Molet J., Pascual-Sedano B., Rehncrona S., Moro E., Lang A.C., Lozano A.M., Bentivoglio A.R., Scerrati M., Contarino M.F., Romito L., Janssens M., Agid Y. Long-term effects of pallidal or subthalamic deep brain stimulation on quality of life in Parkinson's disease. Mov. Disord. 2009, 24:1154-1161.
65. Weinberger M., Mahant N., Hutchison W.D., Lozano A.M., Moro E., Hodaie M., Lang A.E., Dostrovsky J.O. Beta oscillatory activity in the subthalamic nucleus and its relation to dopaminergic response in Parkinson's disease. J. Neurophysiol. 2006, 96:3248-3256.
66. Weinberger M., Hutchison W.D., Dostrovsky J.O. Pathological subthalamic nucleus oscillations in PD: can they be the cause of bradykinesia and akinesia?. Exp. Neurol. 2009, 219:58-61.
67. Winestone J.S., Zaidel A., Bergman H., Israel Z. The use of macroelectrodes in recording cellular spiking activity. J. Neurosci. Methods 2012, 206:34-39.
68. Wingeier B., Tcheng T., Koop M.M., Hill B.C., Heit G., Bronte-Stewart H.M. Intra-operative STN DBS attenuates the prominent beta rhythm in the STN in Parkinson's disease. Exp. Neurol. 2006, 197:244-251.
69. Yoshida F., Martinez-Torres I., Pogosyan A., Holl E., Petersen E., Chen C.C., Foltynie T., Limousin P., Zrinzo L.U., Hariz M.I., Brown P. Value of subthalamic nucleus local field potentials recordings in predicting stimulation parameters for deep brain stimulation in Parkinson's disease. J. Neurol. Neurosurg. Psychiatry 2010, 81:885-889.
70. Yu H., Neimat J.S. The treatment of movement disorders by deep brain stimulation. Neurotherapeutics 2008, 5:26-36.